DEVELOPMENT... OpenML
Run
194188

Run 194188

Task 1770 (Supervised Classification) letter Uploaded 26-02-2015 by Felicia West
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Flow

weka.SimpleLogistic(3)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.SimpleLogistic(3)_I0
weka.SimpleLogistic(3)_M500
weka.SimpleLogistic(3)_H50
weka.SimpleLogistic(3)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9796
Per class
F measure
0.7697
Per class
Kappa
0.7617
KB relative information score
77023.7775
Mean absolute error
0.0287
Mean prior absolute error
0.074
Number of instances
100000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7698
Per class
Predictive accuracy
0.7709
Prior entropy
4.6998
Recall
0.7709
Per class
Relative absolute error
0.3883
Root mean prior squared error
0.1923
Root mean squared error
0.1143
Root relative squared error
0.5942
SciMark benchmark
939.449
UserCPU time millis
208460
UserCPU time millis testing
220
UserCPU time millis training
208240